Digital Platforms for Scholarly Engagement in Astrophysics and Data Science
Explore a collection of resources covering digital platforms, data wrangling, cleaning pipelines, GitHub utilization, and more for scholars in the fields of astrophysics and data science. Enhance your research data lifecycle experience and learn about tools like Open Refine, GitHub, and software/data carpentry.
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DIGITAL PLATFORMS FOR ALL SCHOLARS C. Erdmann Harvard-Smithsonian Center for Astrophysics @libcce | cerdmann@cfa.harvard.edu
From the Programming Historian: Big Data + Old History A. Crymble: https://www.youtube.com/watch?v=tp4y-_VoXdA
Training for Librarians Training for Scholars DST4L @ DTU http://podcast.llab.dtu.dk/feeds/dst4l-2015
Experience the Research Data Lifecycle Jeffrey Heer Data Wrangler / Trifacta
Data Wrangling w/ Open Refine
Recipes & Training Recipes: https://github.com/OpenRefine/OpenRefine/wiki/Recipes Big Data University, Introduction to Open Refine: https://bigdatauniversity.com/courses/introduction-to- openrefine/
GitHub in the Classroom
Using pull requests Pull requests let you tell others about changes you've pushed to a repository on GitHub. Once a pull request is sent, interested parties can review the set of changes, discuss potential modifications, and even push follow-up commits if necessary. https://help.github.com/articles/using-pull-requests/
Issues Gitter
GitHub Training GitHub Online Classes: https://training.github.com/classes/ Software Carpentry, OReilly, Lynda, etc
How to negotiate with publishers: an example of immediate self- archiving despite publisher s embargo policy PANDELIS PERAKAKIS, PHD Academic Website https://pandelisperakakis.wordpress.com/2015/09/09/how-to-negotiate-with- publishers-an-example-of-immediate-self-archiving-despite-publishers-embargo- policy/
Interactive notebooks: Sharing the code The free IPython notebook makes data analysis easier to record, understand and reproduce. Helen Shen 05 November 2014 Nature http://www.nature.com/news/interactive-notebooks-sharing-the- code-1.16261
Lorena A. Barba group Introducing AeroPython! I decided to develop a set of lessons using IPython Notebooks, to use as the scaffold for interactive class meetings. IPython Notebooks allow me to create media-rich content for the students, embedding executable Python code within it. Google Hangout: https://www.youtube.com/watch?v=HVfLnpoyqxE
On the near horizon
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